NIPS Proceedings
β
Books
Alan S. Willsky
16 Papers
High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions
(2011)
Sharing Features among Dynamical Systems with Beta Processes
(2009)
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems
(2008)
Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis
(2007)
Linear programming analysis of loopy belief propagation for weighted matching
(2007)
Loop Series and Bethe Variational Bounds in Attractive Graphical Models
(2007)
Message Passing for Max-weight Independent Set
(2007)
Describing Visual Scenes using Transformed Dirichlet Processes
(2005)
Inference with Minimal Communication: a Decision-Theoretic Variational Approach
(2005)
Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation
(2005)
Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation
(2004)
Message Errors in Belief Propagation
(2004)
Efficient Multiscale Sampling from Products of Gaussian Mixtures
(2003)
Exact MAP Estimates by (Hyper)tree Agreement
(2002)
Tree-based reparameterization for approximate inference on loopy graphs
(2001)
Tree-Based Modeling and Estimation of Gaussian Processes on Graphs with Cycles
(2000)